“LOCI compares the compiled binary against master — and comments on every Pull Request before merge.”
89%
of teams had a production incident from AI-generated codeSource
LOCI Catcheswhat coding agentsmiss.
“You’re right. I missed that.” · AI coding agent
LOCI reads BIN files. Sees how code runs, beyond source or patterns.She shares her findings with agents at Plan, Write, Review, PR, and Merge.Ground truth. Every stage of the loop.
Trained on real-hardware traces · No runtime · No instrumentation
Trusted by partners, customers & investors
Plan · Write · Review · Merge
LOCI demo step by step.
LOCI brings trust to your agentic workflow.
- Verdict + evidence in seconds
- No instrumentation, no runtime
- Claude Code · Cursor · Copilot · agent-agnostic
The Engine
LCLM — small models trained on what general LLMs never see.
Execution-aware reasoning on compiled binaries.
NVIDIA HW
real-hw runs
Trace
execution data
LCLM
execution model
LOCI Guardian Agent
agent in the loop
Deterministic
Same binary in, same signals out. No prompt sensitivity, no temperature knob.
Bounded by physics
Every prediction comes with a measured floor and ceiling from real hardware.
Verifiable on hardware
Inspect, compare, confirm — every prediction validates against the real run.
Human-on-the-loop
Decision layers are opt-in. Hand off when you're ready, never before.
TBASM corpus · growing~220×cheaper per query120+patents5 yrsreal-hw training
Not a GPT wrapper
Autonomy · Opt-in
Earn LOCI's autonomy. On your terms.
Hand off at your pace. Each rung is opt-in.
○Watch
Silent surface. Evidence on demand. Zero PR noise.
◐Advise
PR comment with verdict + drill-down. Never blocks.
◑Gate
Blocks merge on critical-gate failure. Advises on the rest.
●Auto
Auto-action — block · revert · escalate. Notifies you after.
NewEDA & pre-silicon
We're bringing execution signals to RTL teams.
RTL execution intelligenceGround your Verilog in the customer’s real workload.
No sim re-run per RTL change. LOCI reads the compiled binary your customer will actually run, attributes every cycle to your design, and prices an RTL decision before silicon.
✓ Customer workload, not synthetic benchmarks·✓ No sim re-run per change·✓ Fits your verification stack
Workload binary
ELF · firmware · kernel · inference
LOCI analysis
Execution signals
EDA / RTL stack
Sim · emu · copilot · verify
Pre-silicon · workload → execution signals → EDA stack
Last week, on a laptop
−20.4%
cycles · 3 min loop
One RTL parameter flipped (HW mul/div). Decision-grade payoff on the real workload, before any sim re-run.
41%
of cycles ≠ where you’d guess
Workload-aware attribution surfaced I/O cost in firmware that looked compute-bound. Source-level intuition missed it.
Measured on open-source PicoRV32 + Verilator · 2026-05
“Throughput-per-Watt and CPU/GPU hotspots predicted in the CI/CD pipeline — without source-code access.”
AWS Marketplace
LOCI Performance Intelligence · AWS Marketplace
“Binary line-of-code updates over NTT DATA's Private 5G expand cellular broadcasting capacity from 1,000 to 5,000 machines per radio cell.”
NTT DATA
LOCI LCLM × NTT DATA Private 5G
“LOCI's binary delta engine creates compressed functional updates up to 97% smaller — cutting cloud transport costs across major fleets.”
Deutsche Telekom · T-Systems
LOCI delta engine × T-Systems cloud
“On AURIX™ TC4x, LOCI 2.0 enforces Quality Contracts — blocks releases that exceed stack-depth or latency budgets.”
Infineon Technologies
LOCI 2.0 · AURIX™ TC4x
“Runs on the NPU as a Reliability, Availability and Serviceability engine — flags risky functions before they fail.”
STMicroelectronics
LOCI RAS Engine · ST Partner Ecosystem
Safety-critical DNA
Built to the standards your compliance team already trusts.
8 years shipping into automotive and industrial systems. LOCI inherits the rigor.
ASPICE Level 2
Automotive software process maturity
ISO 26262 / ASIL-B
Functional safety for automotive
ISO 21434
Cybersecurity engineering for road vehicles
Autonomous Vehicles
Production AV programs · ISO 21448 / SOTIF aligned
ISO 27001
Information security management
120+ Patents
Binary analysis & execution modeling
Works with the tools your team already uses
- Platformself-hosted · SaaS
- GitGitHub · GitLab · Bitbucket
- AzureDevOps · pipelines
- AWSMarketplace listing
- Claude CodeMCP plugin
- CopilotCLI hook · skills
- GCC+ Clang · LLVM · MSVC
Guard every coding agent decision with execution evidence.
Your agents are already shipping decisions. LOCI gives every one — plan, PR, merge — runtime-grade evidence the agent and reviewer can act on.
75%
of AI coding agents introduce quality regressions during long-term maintenance.Source